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Predicting compressive and flexural strength of high-performance concrete using a dynamic Catboost Regression model combined with individual and ensemble optimization techniques

Yali Wu, Huan Huang

2024Materials Today Communications26 citationsDOI

Topics & Concepts

Flexural strengthMachine learningPredictive modellingCompressive strengthEnsemble learningComputer scienceMean squared errorEnsemble forecastingRegression analysisRegressionRandom forestArtificial intelligenceMaterials scienceStatisticsMathematicsComposite materialInfrastructure Maintenance and MonitoringInnovative concrete reinforcement materialsConcrete Corrosion and Durability
Predicting compressive and flexural strength of high-performance concrete using a dynamic Catboost Regression model combined with individual and ensemble optimization techniques | Litcius